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Even allowing for some slack, I'd suggest that a grad student is seeing a pre-tax equivalent of $25k - $100k, and probably skewed to the lower end of that, based on your numbers.
Given that the educational (and academic publishing) systems exist as gateways into a highly-limited cabal, the arrangement cannot reasonably be called free-market.
I'm in favour of unionisation.